Layer ensemble averaging for fault tolerance in memristive neural networks

O Yousuf, BD Hoskins, K Ramu, M Fream… - Nature …, 2025 - nature.com
Artificial neural networks have advanced due to scaling dimensions, but conventional
computing struggles with inefficiencies due to memory bottlenecks. In-memory computing …

Convolutional and dynamical spintronic neural networks

E Plouet - 2024 - theses.hal.science
This thesis addresses the development of spintronic components for neuromorphic
computing, a novel approach aimed at reducing the significant energy consumption of AI …